Finalist
Amplifier Health
A plug-in AI integration agent for medical scribes that analyzes the patient’s voice during a visit to flag health conditions, like depression, anxiety, or PCOS that the conversation text alone doesn’t reveal, often mont
Core trick
Extracts acoustic voice-biomarker features from visit audio and passes them with the transcript to Claude as typed event signals.
Description
A plug-in AI integration agent for medical scribes that analyzes the patient’s voice during a visit to flag health conditions, like depression, anxiety, or PCOS that the conversation text alone doesn’t reveal, often months before they show up in the chart. Synthesizes voice analysis and conversation for a more holistic patient analysis and embeds directly into the ambient scribe's capabilities.
amplifier-health/clinical-integration-agent-demo★ 00 forksPythonMITCreated Jul 18, 2026 · last push Sep 16, 2026
README excerpt
# Clinical Integration Agent — an ambient voice-biomarker layer for the clinical visit
Built for the **Abridge × Anthropic × Lightspeed hackathon** ("The Future of Agentic AI in Healthcare").
Ambient scribes capture **what** the patient says. This agent captures **how** they say it — it runs the visit audio through the [Amplifier Health voice-biomarker API](https://docs.amplifierhealth.com) and reasons over the signals with Claude, live, to surface conditions the words alone miss: depression, anxiety, PCOS/androgen changes, iron deficiency, fatigue, and more.
It is designed as a **plug-in layer for an existing ambient scribe**, not a competitor to one. The scribe already has the microphone and the transcript; this agent adds a parallel signal — the voice — and returns typed events the host UI can render on its existing surfaces (voice signals on the capture screen, the clinical note, an orders tab, a behind-the-scenes reasoning view).
> **Not a diagnostic device.** The agent never diagnoses. It describes vocal-biomarker signals, suggests validated screeners (PHQ-9, GAD-7), and drafts chart updates for a clinician to approve. The clinician is always the decision-maker.
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## The idea in one picture
The agent works across the three stages of an encounter, and closes a longitudinal loop across visits:
| Stage | What the agent does |
|---|---|
| **Before visit** | Reads the patient's prior chart + prior vocal results and produces a "watch-for" brief — vocal trends, disco